Hi Product Hunt community,
When we started experimenting with agent tool calling (can you blame us for wanting our agents to read Notion, check calendars, and help out day to day), we quickly realized how clunky it was. With MCP servers and all that, it just felt unnecessarily complicated.
So we built UTCP, a lightweight alternative that uses existing infra and enables direct tool calls.
Now we re taking it a step further: launching the UTCP agent this Sunday 31st of August. With it, you can spin up a tool-calling agent in just 4 lines of code. We d love your feedback once you try it. And if you also feel the ecosystem is overly complex, we d appreciate your support on launch day.
UTCP
Hi Product Hunters,
I'm Ali, one of the folks behind UTCP, building together with @radulescu_razvan, @juan_viera_garcia1 and our amazing community of contributors.
Today we're launching the first implementation of Code Mode, a concept first put forth by Cloudflare, and later advocated for by Anthropic. Code Mode is the simplest way to let LLMs call MCP & UTCP tools by writing code, instead of tool calls.
The core idea: LLMs are great at writing code because they've seen a lot of code in their training data, but they're terrible at tool calling because they've barely seen it.
So instead of exposing hundreds of tool schemas, we give them one tool: a TypeScript execution sandbox with access to your entire toolkit enabling faster execution, fewer tokens and a significant reduction in context overhead for complex workflows.
Independent studies show massive gains: 60% faster execution, 68% fewer tokens, 88% fewer round-trips, while Anthropic's research team found a massive reduction of 98.7% in token usage using CodeMode.
Would love to see what you build with it. Join us on Discord, follow us on GitHub, or reach out if you want support integrating it into your agent stack.
And as always, we'd appreciate your feedback and support on today's launch!
lfg! may this launch help @UTCP get 1,000 GitHub stars!
UTCP
@fmerian we reached the 1,000 stars milestone yesterday. Thanks a lot for your continuous support of UTCP!
@aliraza36580 amazing! the @Product Hunt effect 👏👏
Swytchcode
This is amazing. I think you should publish MCP vs UTCP real soon so that we know the differences
UTCP
@chilarai thanks! you can already find a comprehensive comparison of MCP vs UTCP here on our website: https://www.utcp.io/utcp-vs-mcp
Swytchcode
@aliraza36580 thats great!
Interesting project. Congratulations on the launch!